Introduction
MARC27 is a platform for materials science research. It provides a knowledge graph, LLM service, compute brokerage, and research engine that work together.
Four Planes
Section titled “Four Planes”| Plane | What it does |
|---|---|
| Knowledge | 211K+ entities, 6.5M+ edges in a Neo4j graph. Semantic search over 208K embeddings. 44 corpora from NASA, MatKG, QMOF, EuroPMC. |
| Intelligence | 11 LLM models from 5 providers. MACE-MH-1, CHGNet, Quantum Espresso as compute tools. RLM Research Engine. |
| Orchestration | 45 API endpoints. Auth (JWT, API keys, OAuth). Workflows. Support tickets. Policy enforcement. |
| Compute | GPU brokerage across RunPod, Lambda, AWS. PRISM nodes for BYOC. $50 safety cap per job. |
Quick Links
Section titled “Quick Links”- Quick Start — get running in 2 minutes
- API Reference — all 45 endpoints
- PRISM CLI — command-line agent
- Self-Hosting — Docker Compose for on-prem
Who is this for?
Section titled “Who is this for?”Aerospace engineers, materials researchers, HPC users from institutions like ESA primes, national labs, and universities. If you work with materials data, simulations, or models — this is your infrastructure.